Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.184 │ 1 │ 0.184 │
│ 2 │ 0.088 │ 1 │ 0.088 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.136 │ │ │
│ Median │ 0.136 │ │ │
│ Total │ 0.272 │ │ │
│ Max │ 0.184 │ │ │
│ Min │ 0.088 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.854 │ 1 │ 0.854 │
│ 2 │ 0.992 │ 1 │ 0.992 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.923 │ │ │
│ Median │ 0.923 │ │ │
│ Total │ 1.846 │ │ │
│ Max │ 0.992 │ │ │
│ Min │ 0.854 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793104995,796.20703125,28.3
RESULT (goal: minimize )Best value: -168149.4107699 int_param = -100 (r=0.96, strong positive correlation) choice_param = 1 (r=0.875, strong positive correlation) float_param = -54.755912485628 (r=0.356, weak positive correlation) int_param_two = -42 (r=-0.115, weak negative correlation)
Top-5 Best Results Parameter Sensitivity Ranking Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.
Convergence Analysis Parameter statistics Parameter Min Max Mean Std Dev Count run_time 6 6 6 0 2 OO_Info_int_param -100 -69 -84.5 15.5 2 OO_Info_int_param_two -42 10 -16 26 2 OO_Info_float_param -100 -54.7559 -77.378 22.622 2 OO_Info_choice_param 1 1 1 0 2 RESULT -168149.4108 -59249.4338 -125710.9356 46207.0626 6 int_param -100 4 -55.3333 41.2661 6 float_param -100 -19.2857 -58.4271 26.4024 6 choice_param 1 8 2.8333 2.5441 6 int_param_two -78 10 -30 35.6604 6
